混合方法评估工具（MMAT）
基于MMAT工具的COVID-19远程医疗系统综述数据集，评估低收入国家干预措施的可行性、成本效益等。
基本信息
资源简介
混合方法评估工具（MMAT）
【一句话概览】
本数据集是 figshare 公开的文本数据集，收录 1 个文件、合计 5.63 KB，主题涵盖 systematic review aims、selected public health、local hospital administration、health science databases、also economically sustainable，可用于医学自然语言处理（实体识别、信息抽取等），CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Mixed methods appraisal tool (MMAT).》。源站首次发布：2025-04-08。
【数据内容】
源站原始描述：COVID-19 has tragically taken the lives of more than 6.5 million people globally, significantly challenging healthcare systems and service delivery, especially in low-and middle-income countries (LMICs). This systematic review aims to: (1) evaluate the feasibility of telemedicine interventions for COVID-19 management; (2) assess the adoption of telemedicine interventions during the COVID-19 pandemic; (3) examine the cost-effectiveness of telemedicine implementation efforts and (4) analyze the su…
【数据结构与技术规格】
文件数 1 个，合计 5.63 KB。Table 2.xls：application/vnd.ms-excel，5.63 KB。数据集 DOI：10.1371/journal.pdig.0000771.t002。
【主题与分类】
源站学科分类：Medicine、Biotechnology、Sociology、Biological Sciences not elsewhere classified、Science Policy。主题标签：systematic review aims、selected public health、local hospital administration、health science databases、also economically sustainable、766 articles identified、proctor &# 8217、infectious disease management、healthcare informatics improvements、telemedicine implementation efforts。
【适用方向】
文本类数据可用于医学自然语言处理，如命名实体识别、信息抽取与文本分类。
【获取与许可】
源站页面：https://plos.figshare.com/articles/dataset/Mixed_methods_appraisal_tool_MMAT_/28753180
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：Okafor, Nonye M.; Thompson, Imani; Venkat, Vandana; Robinson, Courtney; Rao, Aishwarya; Kulkarni, Sumedha; et al. (2025). Mixed methods appraisal tool (MMAT).. PLOS Digital Health. Dataset
下载信息
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无需注册即可直接获取公开样本或文档，适合快速预览和评估数据集质量。
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公开数据集受托下载与技术交付服务。
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暂未开放当前数据集主要来源为 Kaggle 公开托管，完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取（Figshare）
- 源站标题：Mixed methods appraisal tool (MMAT).
- DOI：10.1371/journal.pdig.0000771.t002
- 发布日期：2025-04-08
- 文件数：1 个
- 文件总体积：5.63 KB
- 源站页面：https://plos.figshare.com/articles/dataset/Mixed_methods_appraisal_tool_MMAT_/28753180
命令行下载
curl -L -o "Table 2.xls" "https://ndownloader.figshare.com/files/53508928"
文件清单
Table 2.xls（5.63 KB）
文件总体积 5.63 KB（源站 API 实测）。
数据说明
COVID-19 has tragically taken the lives of more than 6.5 million people globally, significantly challenging healthcare systems and service delivery, especially in low-and middle-income countries (LMICs). This systematic review aims to: (1) evaluate the feasibility of telemedicine interventions for COVID-19 management; (2) assess the adoption of telemedicine interventions during the COVID-19 pandemic; (3) examine the cost-effectiveness of telemedicine implementation efforts and (4) analyze the sustainability of telemedicine interventions for COVID-19 disease management within LMIC service settings. We reviewed studies from selected public health and health science databases, focusing on those conducted in countries classified as low and middle-income by the World Bank, using telemedicine for confirmed COVID-19 cases, and adhering to Proctor’s framework for implementation outcomes. Of the 766 articles identified and 642 screened, only 3 met all inclusion criteria. These studies showed reduced reliance on antibiotics, prescription drugs, and emergency department referrals among telemedicine patients. Statistical parity was observed in the length of stay, diagnostic test ordering rates, and International Classification of Diseases (ICD)-10 diagnoses between telemedicine and in-person visits. Telemedicine interventions designed for post-COVID physical rehabilitation demonstrated safety, sustainability, and enhanced quality of life for patients without requiring specialized equipment, proving adaptable across contexts with appropriate technology. These interventions were also economically sustainable and cost-effective for healthcare systems as a whole. Proposed strategies to bridge implementation gaps include community-level assessments, strategic planning, multisectoral partnerships of local hospital administration and lawmakers, legal consultations, and healthcare informatics improvements. Increased investment in telemedicine research focusing on infectious disease management is crucial for the continued development and refinement of effective strategies tailored to resource-constrained regions.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pdig.0000771.t002（source: https://plos.figshare.com/articles/dataset/Mixed_methods_appraisal_tool_MMAT_/28753180）。
数据缺失？
依托陕西、四川两大基地，我们与超过十家三甲医院建立直接合作关系，覆盖合规授权、采集治理、专业标注、数据交付的全流程，为AI医疗团队提供即拿即用的高质量临床数据。
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